ERP Classification on LRP (AUROC, Interpretability Cost)
87.6AUROCEEGNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EEGNetChannel Configuration=Full montage, Evaluation Protocol=LOSO2026.06 | 87.6 | — | |
| xDAWN+RGChannel Configuration=Full montage, Evaluation Protocol=LOSO2026.06 | 85.4 | — | |
| ERP-XTTNChannel Configuration=Full montage, Evaluation Protocol=LOSO2026.06 | 85 | 0.026 | |
| xDAWN+RGChannel Configuration=3-channel, Evaluation Protocol=LOSO2026.06 | 79.6 | — | |
| EEGNetChannel Configuration=3-channel, Evaluation Protocol=LOSO2026.06 | 79.2 | — | |
| ERP-XTTNChannel Configuration=3-channel, Evaluation Protocol=LOSO2026.06 | 78.5 | 0.011 |